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매개변수 보정 전문가시스템을 이용한 HSPF 모형의 수문 매개변수 보정 및 적용성 평가

Evaluation of Applicability and Hydrologic Parameter Calibration for HSPF Model using Expert System for HSPF

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참고문헌

키워드

주제분류농학

초록

The purpose of this study was to evaluate the applicability of the HSPEXP expert system for the calibration of the HydrologicalSimulation Program - Fortran (HSPF) for the study watershed. HSPEXP offers advice to the modeler, suggesting parameter changesthat might result in better representation of a river basin and provides explanations supporting the recommended parameter changes. The study watershed, Sancheong, is located within the Nakdong River Basin and having the size of 1,072.4 km2. Input data for theHSPF model were obtained from the landuse map, digital elevation map, meteorological data and others. Water flow data from 2006to 2008 were used for calibration and from 2009 to 2010 were for validation. Using the HSPEXP expert system, hydrologicalparameters were adjusted based on total volume, then low flows, storm flows, and finally seasonal flows. For the calibration andvalidation period, all the HSPEXP model performance criteria were satisfied.

Abstract

The purpose of this study was to evaluate the applicability of the HSPEXP expert system for the calibration of the HydrologicalSimulation Program - Fortran (HSPF) for the study watershed. HSPEXP offers advice to the modeler, suggesting parameter changesthat might result in better representation of a river basin and provides explanations supporting the recommended parameter changes. The study watershed, Sancheong, is located within the Nakdong River Basin and having the size of 1,072.4 km2. Input data for theHSPF model were obtained from the landuse map, digital elevation map, meteorological data and others. Water flow data from 2006to 2008 were used for calibration and from 2009 to 2010 were for validation. Using the HSPEXP expert system, hydrologicalparameters were adjusted based on total volume, then low flows, storm flows, and finally seasonal flows. For the calibration andvalidation period, all the HSPEXP model performance criteria were satisfied.

참고문헌 (15)

  1. 김남원, "충주댐 유역의 SWAT-K와 HSPF모형에 의한 수문성분 모의특성 비교 분석", 한국환경과학회지, 18(6), pp.609~609 (2009), 한국환경과학회
  2. 김상민, "농촌소유역의 오염부하 추정을 위한 HSPF 모형의 보정과 검정", 한국수자원학회 논문집, 37(8), pp.643~651 (2004), 한국수자원학회
  3. 김상민, "HSPEXP 모형평가지표를 이용한 HSPF 모형의 수문매개변수 보정", 한국농공학회논문집, 51(4), pp.15~20 (2009), 한국농공학회
  4. 전지홍, "HSPF를 이용한 임하호 유역 유사량 모의", 한국농공학회논문집, 52(6), pp.39~48 (2010), 한국농공학회
  5. 전지홍, "보청A유역 유량 및 영양물질 자동보정을 위한 HSPF-PEST 연계적용", 한국농공학회논문집, 52(5), pp.77~86 (2010), 한국농공학회
  6. Jung, J. Y., "Characteristics of Pollutant Loads in Saemangeum Watershed Using HSPF", Journal of Korean National Committee on Irrigation and Drainage, 18(2), pp.54~65 (2011)
  7. 최현구, "황강유역에서의 유역규모를 고려한 HSPF 모형의 적용성 평가", 환경영향평가, 20(4), pp.509~521 (2011), 한국환경영향평가학회
  8. "Bacteria total maximum daily load development for North River. Richmond: Virginia Department of Environmental Quality" (2005)[URL]
  9. Bicknell, B. R., "Hydrological Simulation Program - Fortran (HSPF): User's manual for release 12", U.S. Environmental Protect Agency, Athens, GA, ~ (2001)
  10. Boyle, D. P., "Toward improved calibration of hydrologic models : Combining the strengths of manual and automatic methods", Water Resources Research, 36(12), pp.3663~3674 (2000)
  11. Kim, S. M., "Comparison of hydrologic calibration of HSPF using automatic and manual methods", Water Resources Research, 43 (2007)
  12. Madsen, H., "Automatic calibration of a conceptual rainfall-runoff model using multiple objectives", Journal of Hydrology, 235, pp.276~288 (2000)
  13. Nash, J. E., "River Fow Forecasting through Conceptual Models: Part I. A Discussion of Principles", Journal of Hydrology, 10, pp.282~290 (1970)
  14. BASINS technical note 6: Estimating hydrology and hydraulic parameters for HSPF, "USEPA", U.S. Environmental Protection Agency, ~, pp.EPA- 823-R-00-012 (2000)
  15. "Water Resources Applications Software: HSPF" (2000)[URL]

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